[1971genocide]

As someone who did AP chemistry and then went straight into programming. How would I go about learning more of this knowledge ?

[ekianjo]

Go back to get a Master's in Organic Chemistry like everyone else :) You can find books and online resources, but for actual hands-on practice you need to have labs at hand. (Disclosure: I'm an Organic Chemist).